{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8aa3dfdf-d9ce-4127-95b8-6cf3709027a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "excel_file = pd.ExcelFile('数据.xlsx')\n",
    "df = excel_file.parse('Sheet1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "664925ab-56fe-4f91-85a3-4ca4ea7490a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "销售目标完成情况:\n",
      "目标销售额: 100万元\n",
      "实际销售额: 55.94万元\n",
      "完成率: 55.9%\n",
      "差额: 44.06万元\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib.patches import Circle\n",
    "from matplotlib.path import Path\n",
    "import matplotlib.patches as patches\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 计算实际数据\n",
    "total_sales = df['paid_amount'].sum()\n",
    "sales_target = 1000000\n",
    "completion_rate = min(100, (total_sales / sales_target) * 100)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(5, 5))\n",
    "\n",
    "center = (0.5, 0.5)\n",
    "radius = 0.35\n",
    "border_width = 0.01\n",
    "\n",
    "fill_height = radius * 2 * (completion_rate / 100) \n",
    "fill_bottom = center[1] - radius \n",
    "fill_top = fill_bottom + fill_height \n",
    "\n",
    "outer_circle = Circle(center, radius + border_width, color='#3498db', \n",
    "                     fill=False, linewidth=8, alpha=0.5)\n",
    "ax.add_patch(outer_circle)\n",
    "\n",
    "background_circle = Circle(center, radius, color='lightgray', alpha=0.2)\n",
    "ax.add_patch(background_circle)\n",
    "\n",
    "wave_amplitude = 0.02\n",
    "wave_frequency = 1\n",
    "\n",
    "x_wave = np.linspace(center[0] - radius, center[0] + radius, 200)\n",
    "y_wave = fill_top + wave_amplitude * np.sin(wave_frequency * (x_wave - center[0]) / radius * np.pi)\n",
    "\n",
    "vertices = []\n",
    "\n",
    "for x in x_wave:\n",
    "    vertices.append([x, fill_bottom])\n",
    "\n",
    "for x in reversed(x_wave):\n",
    "    vertices.append([x, y_wave[len(x_wave) - 1 - list(x_wave).index(x)]])\n",
    "vertices.append(vertices[0])  \n",
    "\n",
    "codes = [Path.MOVETO] + [Path.LINETO] * (len(vertices) - 2) + [Path.CLOSEPOLY]\n",
    "path = Path(vertices, codes)\n",
    "\n",
    "wave_patch = patches.PathPatch(path, facecolor='#3498db', alpha=0.8, edgecolor='none')\n",
    "ax.add_patch(wave_patch)\n",
    "\n",
    "clip_circle = Circle(center, radius, transform=ax.transData)\n",
    "wave_patch.set_clip_path(clip_circle)\n",
    "\n",
    "ax.text(0.5, 0.55, f'{completion_rate:.1f}%', \n",
    "        ha='center', va='center', fontsize=42, fontweight='bold',\n",
    "        color='#2c3e50')\n",
    "\n",
    "ax.text(0.5, 0.45, '销售目标完成度', \n",
    "        ha='center', va='center', fontsize=18, fontweight='bold',\n",
    "        color='#34495e')\n",
    "\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(0, 1)\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# 打印详细信息\n",
    "print(f\"销售目标完成情况:\")\n",
    "print(f\"目标销售额: {sales_target/10000:.0f}万元\")\n",
    "print(f\"实际销售额: {total_sales/10000:.2f}万元\")\n",
    "print(f\"完成率: {completion_rate:.1f}%\")\n",
    "print(f\"差额: {abs(total_sales - sales_target)/10000:.2f}万元\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "949e7395-ab95-4793-9e9c-d6c3440ec97e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各平台订单数量占比:\n",
      "淘宝: 201单 (20.1%)\n",
      "天猫: 182单 (18.2%)\n",
      "京东: 210单 (21.0%)\n",
      "抖音: 201单 (20.1%)\n",
      "拼多多: 206单 (20.6%)\n",
      "\n",
      "总订单数: 1000单\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib.patches import Wedge\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 使用实际数据 - 各平台订单数量占比\n",
    "platforms = ['淘宝', '天猫', '京东', '抖音', '拼多多']\n",
    "platform_counts = []\n",
    "\n",
    "for platform in platforms:\n",
    "    count = len(df[df['platform'] == platform])\n",
    "    platform_counts.append(count)\n",
    "\n",
    "# 计算百分比\n",
    "total_orders = sum(platform_counts)\n",
    "percentages = [(count / total_orders) * 100 for count in platform_counts]\n",
    "\n",
    "colors = ['#FF6B6B', '#4ECDC4', '#45B7D1', '#96CEB4', '#F7DC6F']\n",
    "\n",
    "# 创建图表\n",
    "fig, ax = plt.subplots(figsize=(6, 6), dpi=120)\n",
    "\n",
    "# 参数\n",
    "center = (0.5, 0.5)\n",
    "base_radius = 0.1\n",
    "ring_width = 0.05\n",
    "ring_spacing = 0.02\n",
    "start_angle = 90  \n",
    "for i, (percentage, color, platform) in enumerate(zip(percentages, colors, platforms)):\n",
    "    current_radius = base_radius + i * (ring_width + ring_spacing)\n",
    "    angle_span = (percentage / 100) * 360\n",
    "    \n",
    "    wedge = Wedge(center, current_radius, start_angle, start_angle + angle_span, \n",
    "                 width=ring_width, color=color, alpha=0.8)\n",
    "    ax.add_patch(wedge)\n",
    "    \n",
    "    # 在圆环末端添加数值标注\n",
    "    end_angle = start_angle + angle_span\n",
    "    end_angle_rad = np.radians(end_angle)\n",
    "    \n",
    "    x_text = center[0] + (current_radius + ring_width/2) * np.cos(end_angle_rad)\n",
    "    y_text = center[1] + (current_radius + ring_width/2) * np.sin(end_angle_rad)\n",
    "    \n",
    "    ax.text(x_text, y_text, f'{percentage:.1f}%', \n",
    "            ha='center', va='center', fontsize=9, fontweight='bold',\n",
    "            )\n",
    "\n",
    "\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(0, 1)\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "# 添加标题和图例\n",
    "ax.set_title('各平台订单数量占比', fontsize=16, fontweight='bold', pad=20)\n",
    "\n",
    "for i, (platform, color, percentage, count) in enumerate(zip(platforms, colors, percentages, platform_counts)):\n",
    "    ax.text(0.1, 0.9 - i*0.05, f'- {platform} ({count}单, {percentage:.1f}%)', \n",
    "            color=color, fontsize=10, fontweight='bold', \n",
    "            transform=ax.transAxes)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "print(\"各平台订单数量占比:\")\n",
    "for platform, count, percentage in zip(platforms, platform_counts, percentages):\n",
    "    print(f\"{platform}: {count}单 ({percentage:.1f}%)\")\n",
    "print(f\"\\n总订单数: {total_orders}单\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "4bd1957c-8848-4a46-b0f3-2e5bbbbe8ff9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各平台销售额占比:\n",
      "淘宝: 10.62万元 (19.0%)\n",
      "天猫: 10.21万元 (18.3%)\n",
      "京东: 12.85万元 (23.0%)\n",
      "抖音: 10.95万元 (19.6%)\n",
      "拼多多: 11.31万元 (20.2%)\n",
      "\n",
      "总销售额: 55.94万元\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib.patches import Wedge\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "platforms = ['淘宝', '天猫', '京东', '抖音', '拼多多']\n",
    "platform_sales = []\n",
    "\n",
    "for platform in platforms:\n",
    "    platform_data = df[df['platform'] == platform]\n",
    "    total_sales = platform_data['paid_amount'].sum()\n",
    "    platform_sales.append(total_sales)\n",
    "\n",
    "total_sales_all = sum(platform_sales)\n",
    "percentages = [(sales / total_sales_all) * 100 for sales in platform_sales]\n",
    "\n",
    "colors = ['#FF6B6B', '#4ECDC4', '#45B7D1', '#96CEB4', '#FFA726']\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 6))\n",
    "\n",
    "center = (0.4, 0.5)\n",
    "outer_radius = 0.35\n",
    "min_width = 0.03  \n",
    "max_width = 0.08 \n",
    "\n",
    "start_angle = 90  \n",
    "angles = []\n",
    "current_angle = start_angle\n",
    "\n",
    "for percentage in percentages:\n",
    "    angle_span = (percentage / 100) * 360\n",
    "    angles.append((current_angle, current_angle + angle_span))\n",
    "    current_angle += angle_span\n",
    "\n",
    "for i, ((start, end), percentage, color, platform) in enumerate(zip(angles, percentages, colors, platforms)):\n",
    "    width = min_width + (percentage / 100) * (max_width - min_width)\n",
    "    \n",
    "    wedge = Wedge(center, outer_radius, start, end, width=width, \n",
    "                 color=color, alpha=0.8)\n",
    "    ax.add_patch(wedge)\n",
    "\n",
    "    mid_angle = (start + end) / 2\n",
    "    mid_angle_rad = np.radians(mid_angle)\n",
    "\n",
    "    label_radius = outer_radius + 0.05\n",
    "    x_start = center[0] + outer_radius * np.cos(mid_angle_rad)\n",
    "    y_start = center[1] + outer_radius * np.sin(mid_angle_rad)\n",
    "\n",
    "    x_end = center[0] + label_radius * np.cos(mid_angle_rad)\n",
    "    y_end = center[1] + label_radius * np.sin(mid_angle_rad)\n",
    "    \n",
    "    ax.plot([x_start, x_end], [y_start, y_end], color='gray', linewidth=1, alpha=0.7)\n",
    "    if mid_angle < 90 or mid_angle > 270: \n",
    "        text_x = x_end + 0.02\n",
    "        ha = 'left'\n",
    "    else:  # 左侧\n",
    "        text_x = x_end - 0.02\n",
    "        ha = 'right'\n",
    "    \n",
    "    ax.text(text_x, y_end, f'{platform}\\n{percentage:.1f}%', \n",
    "            ha=ha, va='center', fontsize=10, fontweight='bold',\n",
    "           )\n",
    "\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(0, 1)\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "ax.text(0.5, 0.95, '各平台销售额占比分布', \n",
    "        ha='center', va='center', fontsize=16, fontweight='bold')\n",
    "\n",
    "print(\"各平台销售额占比:\")\n",
    "for platform, sales, percentage in zip(platforms, platform_sales, percentages):\n",
    "    print(f\"{platform}: {sales/10000:.2f}万元 ({percentage:.1f}%)\")\n",
    "print(f\"\\n总销售额: {total_sales_all/10000:.2f}万元\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "325bd827-887f-4dfa-a697-0b9a8bb65f57",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各平台销售额占比:\n",
      "淘宝: 10.62万元 (19.0%)\n",
      "天猫: 10.21万元 (18.3%)\n",
      "京东: 12.85万元 (23.0%)\n",
      "抖音: 10.95万元 (19.6%)\n",
      "拼多多: 11.31万元 (20.2%)\n",
      "\n",
      "总销售额: 55.94万元\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "platforms = ['淘宝', '天猫', '京东', '抖音', '拼多多']\n",
    "platform_sales = []\n",
    "\n",
    "for platform in platforms:\n",
    "    platform_data = df[df['platform'] == platform]\n",
    "    total_sales = platform_data['paid_amount'].sum()\n",
    "    platform_sales.append(total_sales)\n",
    "\n",
    "total_sales_all = sum(platform_sales)\n",
    "percentages = [(sales / total_sales_all) * 100 for sales in platform_sales]\n",
    "\n",
    "colors = ['#FF6B6B', '#4ECDC4', '#45B7D1', '#96CEB4', '#FFA726']\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(5, 5))\n",
    "\n",
    "wedges, texts, autotexts = ax.pie(percentages, \n",
    "                                  labels=platforms,\n",
    "                                  colors=colors,\n",
    "                                  autopct='%1.1f%%',\n",
    "                                  startangle=90,\n",
    "                                  textprops={'fontsize': 11})\n",
    "\n",
    "for autotext in autotexts:\n",
    "    autotext.set_color('white')\n",
    "    autotext.set_fontweight('bold')\n",
    "\n",
    "ax.set_title('各平台销售额占比分布', fontsize=16, fontweight='bold', pad=20)\n",
    "\n",
    "ax.axis('equal')\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "print(\"各平台销售额占比:\")\n",
    "for platform, sales, percentage in zip(platforms, platform_sales, percentages):\n",
    "    print(f\"{platform}: {sales/10000:.2f}万元 ({percentage:.1f}%)\")\n",
    "print(f\"\\n总销售额: {total_sales_all/10000:.2f}万元\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "0d16126a-bfbd-4697-95c5-de73b739fdd6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各平台销售额占比:\n",
      "淘宝: 10.62万元 (19.0%)\n",
      "天猫: 10.21万元 (18.3%)\n",
      "京东: 12.85万元 (23.0%)\n",
      "抖音: 10.95万元 (19.6%)\n",
      "拼多多: 11.31万元 (20.2%)\n",
      "\n",
      "总销售额: 55.94万元\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib.patches import Wedge\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 使用实际数据 - 各平台销售额占比\n",
    "platforms = ['淘宝', '天猫', '京东', '抖音', '拼多多']\n",
    "platform_sales = []\n",
    "\n",
    "for platform in platforms:\n",
    "    platform_data = df[df['platform'] == platform]\n",
    "    total_sales = platform_data['paid_amount'].sum()\n",
    "    platform_sales.append(total_sales)\n",
    "\n",
    "# 计算百分比\n",
    "total_sales_all = sum(platform_sales)\n",
    "percentages = [(sales / total_sales_all) * 100 for sales in platform_sales]\n",
    "\n",
    "colors = ['#FF6B6B', '#4ECDC4', '#45B7D1', '#96CEB4', '#FFA726']\n",
    "\n",
    "# 创建图表\n",
    "fig, ax = plt.subplots(figsize=(10, 8))\n",
    "\n",
    "# 参数\n",
    "center = (0.5, 0.5)\n",
    "base_radius = 0.2  # 基础半径\n",
    "radius_factor = 0.3  # 半径变化因子\n",
    "start_angle = 90\n",
    "\n",
    "radii = [base_radius + (p / 100) * radius_factor for p in percentages]\n",
    "\n",
    "# 绘制每个扇形\n",
    "current_angle = start_angle\n",
    "wedges = []\n",
    "\n",
    "for i, (percentage, color, platform, radius) in enumerate(zip(percentages, colors, platforms, radii)):\n",
    "    # 计算扇形角度\n",
    "    angle_span = (percentage / 100) * 360\n",
    "    \n",
    "    wedge = Wedge(center, radius, current_angle, current_angle + angle_span, \n",
    "                 width=radius, color=color, alpha=0.8)\n",
    "    ax.add_patch(wedge)\n",
    "    wedges.append(wedge)\n",
    "    \n",
    "    mid_angle = current_angle + angle_span / 2\n",
    "    mid_angle_rad = np.radians(mid_angle)\n",
    "    \n",
    "    label_radius = radius * 0.6\n",
    "    x_label = center[0] + label_radius * np.cos(mid_angle_rad)\n",
    "    y_label = center[1] + label_radius * np.sin(mid_angle_rad)\n",
    "    \n",
    "    # 添加百分比标签\n",
    "    ax.text(x_label, y_label, f'{percentage:.1f}%', \n",
    "            ha='center', va='center', fontsize=11, fontweight='bold',\n",
    "            color='white')\n",
    "    \n",
    "    # 计算类别名称位置（在扇形外部）\n",
    "    name_radius = radius + 0.05\n",
    "    x_name = center[0] + name_radius * np.cos(mid_angle_rad)\n",
    "    y_name = center[1] + name_radius * np.sin(mid_angle_rad)\n",
    "    \n",
    "\n",
    "    ax.text(x_name, y_name, platform, \n",
    "            ha='center', va='center', fontsize=10, fontweight='bold')\n",
    "    \n",
    "    current_angle += angle_span\n",
    "\n",
    "ax.set_xlim(0, 1)\n",
    "ax.set_ylim(0, 1)\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "# 添加标题\n",
    "ax.set_title('各平台销售额占比分布', \n",
    "             fontsize=16, fontweight='bold', pad=20)\n",
    "\n",
    "print(\"各平台销售额占比:\")\n",
    "for platform, sales, percentage in zip(platforms, platform_sales, percentages):\n",
    "    print(f\"{platform}: {sales/10000:.2f}万元 ({percentage:.1f}%)\")\n",
    "print(f\"\\n总销售额: {total_sales_all/10000:.2f}万元\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "817cb208-4d82-4398-886f-94318adfc17c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各平台销售统计:\n",
      "平台\t销售额(万)\t订单数\t订单占比\n",
      "淘宝\t10.62\t\t201\t20.1%\n",
      "天猫\t10.21\t\t182\t18.2%\n",
      "京东\t12.85\t\t210\t21.0%\n",
      "抖音\t10.95\t\t201\t20.1%\n",
      "拼多多\t11.31\t\t206\t20.6%\n",
      "\n",
      "总销售额: 55.94万元\n",
      "总订单数: 1000单\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 使用实际数据 - 各平台销售额\n",
    "platforms = ['淘宝', '天猫', '京东', '抖音', '拼多多']\n",
    "platform_sales = []\n",
    "\n",
    "for platform in platforms:\n",
    "    platform_data = df[df['platform'] == platform]\n",
    "    total_sales = platform_data['paid_amount'].sum() / 10000  # 转换为万元\n",
    "    platform_sales.append(total_sales)\n",
    "\n",
    "# 计算各平台订单数量（用于计算增长率）\n",
    "platform_orders = []\n",
    "for platform in platforms:\n",
    "    count = len(df[df['platform'] == platform])\n",
    "    platform_orders.append(count)\n",
    "\n",
    "# 计算增长率（基于订单数量）\n",
    "total_orders = sum(platform_orders)\n",
    "growth_rates = [(orders / total_orders) * 100 for orders in platform_orders]\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(12, 8))\n",
    "\n",
    "x = np.arange(len(platforms))\n",
    "width = 0.6\n",
    "\n",
    "# 绘制柱状图（销售额）\n",
    "bars = ax.bar(x, platform_sales, width, color='#3498db', alpha=0.7, label='销售额（万元）')\n",
    "\n",
    "# 创建第二个y轴用于增长率\n",
    "ax2 = ax.twinx()\n",
    "line = ax2.plot(x, growth_rates, color='#e74c3c', marker='o', \n",
    "               linewidth=3, markersize=8, label='订单占比（%）')\n",
    "\n",
    "# 在柱子上方添加销售额数值\n",
    "for i, (bar, sale) in enumerate(zip(bars, platform_sales)):\n",
    "    height = bar.get_height()\n",
    "    ax.text(bar.get_x() + bar.get_width()/2., height + max(platform_sales)*0.02,\n",
    "             f'{sale:.1f}万', ha='center', va='bottom', fontsize=10, fontweight='bold')\n",
    "\n",
    "ax.set_xticks(x)\n",
    "ax.set_xticklabels(platforms, fontsize=11)\n",
    "\n",
    "ax.set_title('各平台销售额与订单占比', fontsize=16, fontweight='bold', pad=20)\n",
    "ax.set_xlabel('平台', fontsize=12)\n",
    "ax.set_ylabel('销售额（万元）', fontsize=12)\n",
    "ax2.set_ylabel('订单占比（%）', fontsize=12, color='#e74c3c')\n",
    "\n",
    "# 设置y轴颜色\n",
    "ax2.tick_params(axis='y', labelcolor='#e74c3c')\n",
    "\n",
    "# 合并图例\n",
    "lines1, labels1 = ax.get_legend_handles_labels()\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "ax.legend(lines1 + lines2, labels1 + labels2, loc='upper left')\n",
    "\n",
    "ax.spines['top'].set_visible(False)\n",
    "ax.spines['right'].set_visible(False)\n",
    "ax2.spines['top'].set_visible(False)\n",
    "ax2.spines['left'].set_visible(False)\n",
    "\n",
    "ax.grid(axis='y', alpha=0.3, linestyle='--')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# 打印详细统计\n",
    "print(\"各平台销售统计:\")\n",
    "print(\"平台\\t销售额(万)\\t订单数\\t订单占比\")\n",
    "for i, platform in enumerate(platforms):\n",
    "    print(f\"{platform}\\t{platform_sales[i]:.2f}\\t\\t{platform_orders[i]}\\t{growth_rates[i]:.1f}%\")\n",
    "print(f\"\\n总销售额: {sum(platform_sales):.2f}万元\")\n",
    "print(f\"总订单数: {sum(platform_orders)}单\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "cd126bfb-1361-467c-ac24-a9b615956aa8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "各店铺销售业绩:\n",
      "店铺\t\t销售额(万)\t订单数\t完成率\n",
      "经典服装品牌店\t13.21\t\t209\t98.4%\n",
      "优品服饰专营店\t10.53\t\t209\t78.4%\n",
      "时代服饰旗舰店\t9.56\t\t198\t71.2%\n",
      "时尚潮流旗舰店\t12.04\t\t193\t89.7%\n",
      "都市风尚官方店\t10.60\t\t191\t78.9%\n",
      "\n",
      "平均销售额: 11.19万元\n",
      "总销售额: 55.94万元\n",
      "总订单数: 1000单\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 按店铺分析销售额和订单数量\n",
    "stores = df['store_name'].value_counts().index.tolist()\n",
    "store_sales = []\n",
    "store_orders = []\n",
    "\n",
    "for store in stores:\n",
    "    store_data = df[df['store_name'] == store]\n",
    "    total_sales = store_data['paid_amount'].sum() / 10000  # 转换为万元\n",
    "    order_count = len(store_data)\n",
    "    store_sales.append(total_sales)\n",
    "    store_orders.append(order_count)\n",
    "\n",
    "# 设定目标（使用平均值的120%作为目标）\n",
    "avg_sales = np.mean(store_sales)\n",
    "targets = [avg_sales * 1.2] * len(stores)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(14, 8))\n",
    "\n",
    "x = np.arange(len(stores))\n",
    "width = 0.7\n",
    "\n",
    "# 使用渐变色\n",
    "colors = ['#3498db', '#2ecc71', '#e74c3c', '#f39c12', '#9b59b6', '#1abc9c']\n",
    "\n",
    "target_bars = ax.bar(x, targets, width, \n",
    "                    color='none',\n",
    "                    edgecolor='#e74c3c',\n",
    "                    linewidth=3,\n",
    "                    linestyle='--',\n",
    "                    alpha=0.7,\n",
    "                    label='目标销售额',\n",
    "                    hatch='//')  # 添加斜线图案\n",
    "\n",
    "actual_bars = ax.bar(x, store_sales, width - 0.2,\n",
    "                    color=colors[:len(stores)],\n",
    "                    alpha=0.9,\n",
    "                    label='实际销售额',\n",
    "                    edgecolor='white',\n",
    "                    linewidth=1)\n",
    "\n",
    "# 添加订单数量为折线\n",
    "ax2 = ax.twinx()\n",
    "line = ax2.plot(x, store_orders, color='#34495e', marker='o', \n",
    "               linewidth=3, markersize=8, markerfacecolor='white',\n",
    "               markeredgewidth=2, markeredgecolor='#34495e',\n",
    "               label='订单数量')\n",
    "\n",
    "for i, (target, actual, order_count, store) in enumerate(zip(targets, store_sales, store_orders, stores)):\n",
    "    completion = (actual / target) * 100\n",
    "    \n",
    "    # 实际值标签\n",
    "    ax.text(x[i], actual + max(store_sales)*0.03, f'{actual:.1f}万', \n",
    "            ha='center', va='bottom', fontsize=11, fontweight='bold', \n",
    "            color=colors[i % len(colors)])\n",
    "    \n",
    "    # 目标值标签\n",
    "    ax.text(x[i], target + max(store_sales)*0.1, f'目标\\n{target:.1f}万', \n",
    "            ha='center', va='bottom', fontsize=9, fontweight='bold', color='#e74c3c')\n",
    "    \n",
    "\n",
    "\n",
    "ax.set_xticks(x)\n",
    "ax.set_xticklabels(stores, fontsize=11, fontweight='bold')\n",
    "\n",
    "ax.set_title('各店铺销售业绩与订单数量分析', fontsize=16, fontweight='bold', pad=20)\n",
    "ax.set_ylabel('销售额（万元）', fontsize=12)\n",
    "ax2.set_ylabel('订单数量（单）', fontsize=12, color='#34495e')\n",
    "ax2.tick_params(axis='y', labelcolor='#34495e')\n",
    "\n",
    "# 合并图例\n",
    "lines1, labels1 = ax.get_legend_handles_labels()\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "ax.legend(lines1 + lines2, labels1 + labels2, loc='upper left', fontsize=11)\n",
    "\n",
    "ax.spines['top'].set_visible(False)\n",
    "ax.spines['right'].set_visible(False)\n",
    "ax2.spines['top'].set_visible(False)\n",
    "\n",
    "ax.grid(axis='y', alpha=0.3, linestyle='--')\n",
    "ax.set_ylim(0, max(targets) * 1.3)\n",
    "ax2.set_ylim(0, max(store_orders) * 1.2)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# 打印详细统计\n",
    "print(\"各店铺销售业绩:\")\n",
    "print(\"店铺\\t\\t销售额(万)\\t订单数\\t完成率\")\n",
    "for i, store in enumerate(stores):\n",
    "    completion_rate = (store_sales[i] / targets[i]) * 100\n",
    "    print(f\"{store}\\t{store_sales[i]:.2f}\\t\\t{store_orders[i]}\\t{completion_rate:.1f}%\")\n",
    "\n",
    "print(f\"\\n平均销售额: {np.mean(store_sales):.2f}万元\")\n",
    "print(f\"总销售额: {sum(store_sales):.2f}万元\")\n",
    "print(f\"总订单数: {sum(store_orders)}单\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "81c07746-c51b-45b6-826c-fefab42a9e44",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
